[HTML][HTML] Machine learning application in autoimmune diseases: State of art and future prospectives
MG Danieli, S Brunetto, L Gammeri, D Palmeri… - Autoimmunity …, 2024 - Elsevier
Autoimmune diseases are a group of disorders resulting from an alteration of immune
tolerance, characterized by the formation of autoantibodies and the consequent …
tolerance, characterized by the formation of autoantibodies and the consequent …
[HTML][HTML] Artificial intelligence and inflammatory bowel disease: Where are we going?
L Da Rio, M Spadaccini, TL Parigi… - World Journal of …, 2023 - ncbi.nlm.nih.gov
Inflammatory bowel diseases, namely ulcerative colitis and Crohn's disease, are chronic and
relapsing conditions that pose a growing burden on healthcare systems worldwide. Because …
relapsing conditions that pose a growing burden on healthcare systems worldwide. Because …
Determining the most accurate 16S rRNA hypervariable region for taxonomic identification from respiratory samples
R López-Aladid, L Fernández-Barat… - Scientific reports, 2023 - nature.com
Abstract 16S rRNA gene profiling, which contains nine hypervariable regions (V1–V9), is the
gold standard for identifying taxonomic units by high-throughput sequencing. Microbiome …
gold standard for identifying taxonomic units by high-throughput sequencing. Microbiome …
Gut microbiota-based machine-learning signature for the diagnosis of alcohol-associated and metabolic dysfunction-associated steatotic liver disease
I Park, SJ Yoon, S Won, KK Oh, JY Hyun, KT Suk… - Scientific Reports, 2024 - nature.com
Alcoholic-associated liver disease (ALD) and metabolic dysfunction-associated steatotic
liver disease (MASLD) show a high prevalence rate worldwide. As gut microbiota represents …
liver disease (MASLD) show a high prevalence rate worldwide. As gut microbiota represents …
[HTML][HTML] Perceptions of US medical students on artificial intelligence in medicine: mixed methods survey study
DS Liu, J Sawyer, A Luna, J Aoun, J Wang… - JMIR Medical …, 2022 - mededu.jmir.org
Background: Given the rapidity with which artificial intelligence is gaining momentum in
clinical medicine, current physician leaders have called for more incorporation of artificial …
clinical medicine, current physician leaders have called for more incorporation of artificial …
[HTML][HTML] Challenges and opportunities in the application of artificial intelligence in gastroenterology and hepatology
Artificial intelligence (AI) is an umbrella term used to describe a cluster of interrelated fields.
Machine learning (ML) refers to a model that learns from past data to predict future data …
Machine learning (ML) refers to a model that learns from past data to predict future data …
The role of gut microbiome in inflammatory bowel disease diagnosis and prognosis
Inflammatory bowel disease (IBD) is a chronic immune‐mediated intestinal disease
consisting of ulcerative colitis and Crohn's disease. Inflammatory bowel disease is believed …
consisting of ulcerative colitis and Crohn's disease. Inflammatory bowel disease is believed …
A systematic review of artificial intelligence and machine learning applications to inflammatory bowel disease, with practical guidelines for interpretation
Background Inflammatory bowel disease (IBD) is a gastrointestinal chronic disease with an
unpredictable disease course. Computational methods such as machine learning (ML) have …
unpredictable disease course. Computational methods such as machine learning (ML) have …
Machine learning–based feature selection to search stable microbial biomarkers: application to inflammatory bowel disease
Background Biomarker discovery exploiting feature importance of machine learning has
risen recently in the microbiome landscape with its high predictive performance in several …
risen recently in the microbiome landscape with its high predictive performance in several …
Inflammatory bowel disease genomics, transcriptomics, proteomics and metagenomics meet artificial intelligence
Various extrinsic and intrinsic factors such as drug exposures, antibiotic treatments,
smoking, lifestyle, genetics, immune responses, and the gut microbiome characterize …
smoking, lifestyle, genetics, immune responses, and the gut microbiome characterize …